{"id":"https://openalex.org/W4392305587","doi":"https://doi.org/10.5220/0012311700003636","title":"Solving Job Shop Problems with Neural Monte Carlo Tree Search","display_name":"Solving Job Shop Problems with Neural Monte Carlo Tree Search","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392305587","doi":"https://doi.org/10.5220/0012311700003636"},"language":"en","primary_location":{"id":"doi:10.5220/0012311700003636","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012311700003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012311700003636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019787331","display_name":"Marco Kemmerling","orcid":"https://orcid.org/0000-0003-0141-2050"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Kemmerling","raw_affiliation_strings":["Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany","Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017362418","display_name":"Anas Abdelrazeq","orcid":"https://orcid.org/0000-0002-8450-2889"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anas Abdelrazeq","raw_affiliation_strings":["Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany","Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045094368","display_name":"Robert Schmitt","orcid":"https://orcid.org/0000-0002-0011-5962"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Schmitt","raw_affiliation_strings":["Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany","Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Chair of Production Metrology and Quality Management & Institute for Information Management in Mechanical Engineering (WZL-MQ/IMA), RWTH Aachen University, Aachen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02878097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9218000173568726,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.7960250377655029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711683869361877},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6337910890579224},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4512280225753784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3959634602069855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3409796357154846},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15833988785743713},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09311401844024658}],"concepts":[{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.7960250377655029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711683869361877},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6337910890579224},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4512280225753784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3959634602069855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3409796357154846},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15833988785743713},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09311401844024658},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012311700003636","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012311700003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.rwth-aachen.de:981039","is_oa":true,"landing_page_url":"https://publications.rwth-aachen.de/record/981039","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence : February 24-26, 2024, in Rome, Italy . - Volume 3 / editors: Ana Paula Rocha ; Luc Steels and Jaap van den Herik<br/>16. International Conference on Agents and Artificial Intelligence, ICAART, Rome, Italy, 2024-02-24 - 2024-02-26","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0012311700003636","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012311700003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}
